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李晓黎教授 IEEE会士（IEEE FELLOW) 亚太人工智能学会会士 南洋理工大学兼职教授 首席科学家, 新加坡资讯通信研究院 机器智能研究所所长 ·
电邮: xlli@ntu.edu.sg xlli@i2r.a-star.edu.sg ·
电话:
65 64082167; 传真: 65 67768109 |
· 研究领域：人工智能，机器学习，数据挖掘，生物信息学
· 计算所1998级博士，师从史忠植研究员。因对“机器学习模型”的贡献而入选IEEE Fellow。 李晓黎，新加坡科技研究局信息通信研究院的首席科学家，机器智能研究所所长（领导100余位AI和数据科学家），南洋理工大学兼职教授。他的研究兴趣包括人工智能、机器学习、数据挖掘和生物信息学。自2020年以来，他一直是新加坡信息技术标准委员会的成员。此外，他还担任新加坡卫生部的健康创新专家小组成员，同时还是新加坡总理办公室智慧国家与数字政府办公室的人工智能顾问。他也是亚太人工智能协会Fellow。 他一直在人工智能和数据挖掘相关会议中担任会议主席、区域主席、高级程序委员会委员（包括AAAI, IJCAI, KDD,
ICLR, NeurIPS, IEEE-MIPR）。他目前担任世界科学出版社《人工智能年度评论》的主编，以及《IEEE 人工智能会刊》、《知识和信息系统》以及《机器学习与应用》的副主编。
他已发表论文330余篇，论文被谷歌学术引用两万余次，H指数为71，他也获得10项最佳论文奖。在Research.com全球计算机科学领域的最佳科学家名列 713 名。此外，他还被斯坦福大学多次评为人工智能领域全球最顶尖的2%科学家之一。此外，他也领导研发团队在银行、航空公司、电信、保险等应用领域做出了杰出贡献。
· 获得最佳论文奖
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2023 IEEE Engineering in Medicine and Biology Prize
Paper Award.
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The 18th IEEE Conference on Industrial Electronics an的Applications (ICIEA
2022).
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BEST PAPER AWARD Runner-Up of The 13th ACM International WSDM Conference (WSDM 2020).
o
Finalist Academic Paper Award of The
IEEE International Conference on Prognostics and Health Management (ICPHM 2020)
o
Paper Drug-target interaction prediction via
class imbalance-aware ensemble learning has been selected as the BEST
PAPER AWARD of the International Conference on Bioinformatics 2016
o
Paper "Network Motif Discovery: A GPU
Approach was invited to the TKDE special issue on the Best Papers of
ICDE of The 31st IEEE International
Conference on Data Engineering 2015
o
Paper ECODE: Event-Based Community Detection from
Social Networks has been selected as the Best Paper Runner-Up
Award of the 16th International Conference on Database Systems for
Advanced Applications (DASFAA 2011), Hong Kong
o
Champions of Opportunity Activity Recognition
Challenge (Conducted by EU Consortium), Task B1: Automatic Activity
Data Segmentation and Task B2: Multimodal activity recognition: Gestures, 2011.
o
Poster Mining for domain dependency sets from
protein interactions has been selected as the Best POSTER of
the 12th Annual
International Conference Research in Computational Molecular Biology (RECOMB
2008), Singapore.
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Research A Probabilistic Graph-theoretic Approach
to Integrate Multiple Predictions has been selected as Best
Performance Award of the Protein-Protein Subnetwork Challenge, the 2nd
Dialogue for Reverse Engineering Assessments and Methods (DREAM 2007), USA
o
Paper Interaction Graph Mining for Protein
Complexes Using Local Clique Merging has been selected as the Best
PAPER of the 16th
International Conference on Genome Informatics (GIW 2005), Japan.
· 杂志主编或副主编
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Editor-in-Chief: World
Scientific Annual Review of Artificial Intelligence
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Associate Editor: IEEE Transactions on
Artificial Intelligence
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Associate Editor: Knowledge and Information Systems
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Associate Editor: Machine Learning with
Applications (Elsevier)
· 会议主席、领域主席、研讨会主席
- Area Chair of Thirty-seventh Conference on Neural Information
Processing Systems (NeurIPS 2023) .
- Local organizing Co-Chair of The IEEE
Conference on Artificial Intelligence (CAI 2024) .
- Conference General Chair of The 6th IEEE International Conference on Multimedia
Information Processing and Retrieval (IEEE-MIPR 2023).
- Area
Chair of 29th ACM
SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023) .
- Area Chair of The International Conference on Learning
Representations (ICLR 2023) .
- Area Chair of The IEEE International Conference on
Data Mining (ICDM 2022) .
- Conference General Chair of
The 3rd International Conference on Artificial
Intelligence and Computer Engineering, 2022.
- Conference Co-Chair of The 5th Asia
Conference on Machine Learning and Computing, 2022.
- Workshop Co-Chair of 1st international
sustainable ai workshop, held in conjunction with with
IEEE ICDM, 2022.
- Session Chair on Medicine of The 26th ACM SIGKDD Conference on Knowledge Discovery
and Data Mining (KDD2021) .
- Area Chair of The 30th
International Joint Conference on Artificial Intelligence (IJCAI-21).
- Area Chair of The IEEE
International Conference on Data Mining (ICDM 2019) .
- Area Chair of The IEEE International Conference on Data
Mining (ICDM 2018) .
- Data Challenge Chair of
Conference on Information and Knowledge Management (CIKM 2017).
- Workshop Co-Chair of ACL 2015
Workshop on Novel Computational Approaches to Keyphrase
Extraction (Keyphrase 2015).
- Program Vice-Chair of The IEEE
International Conference on Cloud and Big Data (CBD 2015).
- Industry and Sponsor Co-Chair of The 2015 IEEE/WIC/ACM International Conference on Web
Intelligence (WI 2015) .
- Session Chair on Intelligent Human-Web
Interaction of The 2015
IEEE/WIC/ACM International Conference on Web Intelligence (WI 2015) .
- Industry and Sponsor Co-Chair of The 2015 IEEE/WIC/ACM International Conference on
Intelligent Agent Technology (IAT 2015).
- Workshop Co-Chair of The 19th Pacific-Asia Conference on Knowledge Discovery
and Data Mining (PAKDD 2015).
- Application Session Chair of The 19th Pacific-Asia Conference on Knowledge Discovery
and Data Mining (PAKDD 2015).
- Demo Co-Chair of Asia-Pacific Web Conference (APWeb 2015).
- Session Chair on Classification of The 14th IEEE International Conference on Data Mining
(ICDM 2014) .
- PC Chair of 5th International Conference on
Computational Systems-Biology and Bioinformatics (CSBio2014).
- Session Chair on Biomedical Data Mining of The 18th Pacific-Asia Conference on Knowledge Discovery
and Data Mining (PAKDD 2014).
- Session Chair on Translational Medicine of The 24th International Conference on Genome Informatics
(GIW 2013) .
- Session Chair on Sequences and Mobility of
The 12th IEEE International Conference on Data
Mining (ICDM 2012) .
- Workshop Chair of Biological Data
Mining and its Applications in Healthcare (ICDM 2012) .
- Session Chair of Supervised and Semi-supervised
Learning of of The 4th Asian Conference
on Machine Learning (ACML 2012) .
- Workshop Chair of Biological Data
Mining and its Applications in Healthcare (ICDM 2011) .
- Session Chairs of Social Networks (1 and 2) and Natural
Language Processing (3) of The Twenty-Fifth
AAAI Conference on Artificial Intelligence (AAAI 2011) .
- Session Chair on Graph and Network Mining of The 10th IEEE International Conference on Data Mining
(ICDM 2010) .
- Workshop Chair of Biological Data
Mining and its Applications in Healthcare (ICDM 2010) .
- Local Organising Chair of The The 2nd International Conference on Biomedical and
Pharmaceutical Engineering (ICBPE 2010).
- Session Chair on Text Mining/Unlabeled Data of The 18th European Conference on Machine Learning
(ECML2007) and the 11th European Conference on Principles and Practice of
Knowledge Discovery in Databases (PKDD2007) .